Research

Comprehensive guide for creating and managing MkDocs documentation projects with Material theme. Includes official CLI command reference with complete parameters and arguments, and mkdocs.yml configuration reference with all available settings and valid values. Use when working with MkDocs projects including site initialization, mkdocs.yml configuration, Material theme customization, plugin integration, or building static documentation sites from Markdown files.

Research and generate Azure deployment guide with EasyAuth (Google + Facebook) and CosmosDB. This skill searches for current documentation and screenshots to produce an up-to-date setup guide at .docs/azure-setup-guide.md.

Research and synthesize information about {{TOPIC}}. Use when {{TRIGGER_CONTEXTS}}. Produces {{OUTPUT_FORMAT}} with citations.

Use when performing regression analysis with confidence intervals, solving ODEs, fitting models to experimental data, or caching expensive scientific computations - provides convenient wrappers around scipy that automatically calculate confidence intervals and prediction bounds for linear, nonlinear, and polynomial regression

Identify, prioritize, and test product assumptions systematically. Reduce risk by validating riskiest assumptions first through structured experiments.

Experimental Claude Code skills extending capabilities with new techniques for interactive CLI tools, tmux automation, and advanced workflows.

This skill should be used when polishing academic research paper text for grammar, clarity, fluency, and natural phrasing. Specifically designed for non-native English speakers writing for top-tier computer science conferences.

Quick reference for Tailwind CSS utility patterns, responsive design, and configuration. Triggers on: tailwind, utility classes, responsive design, tailwind config, dark mode css, tw classes.

Use when performing system maintenance or diagnostics on remote Linux systems via tmux - provides structured checklists for Ubuntu/Debian cleanup (apt, journal, snap revisions), diagnostic procedures, and log file templates with quantification patterns

Quick reference for RESTful API design patterns, HTTP semantics, caching, and rate limiting. Triggers on: rest api, http methods, status codes, api design, endpoint design, api versioning, rate limiting, caching headers.

AI-powered PR creation after spec completion. Analyzes spec metadata, git diffs, commit history, and journal entries to generate comprehensive PR descriptions with user approval before creation.

Python development standards and toolchain preferences. Use when (1) writing ANY Python code, (2) setting up Python projects with pyproject.toml, (3) creating standalone CLI scripts, (4) configuring Python tooling (ruff, mypy, pytest, nox, uv), (5) reviewing or refactoring Python code, or (6) advising on Python best practices. Enforces modern Pythonic style, strict type hints, and uv-based workflows.

Comprehensive scientific writing guidance for research papers, grants, and technical documentation.Covers paper structure (IMRAD), methods writing, results presentation, figure/table design, citationformatting, abstract writing, and revision responses. Use when users are writing scientific papers,formatting manuscripts, responding to reviewers, writing grant proposals, or need help with any aspectof scientific communication. Triggers include 'write a paper,' 'scientific writing,' 'format mymanuscript,' 'methods section,' 'respond to reviewers,' or any research writing task.

Write technical articles with web research, runnable companion projects, and translations in author's voice

Official Swift DocC documentation markup and syntax reference

Android-specific code review workflow additions for Bitwarden Android. Provides change type refinements, checklist loading, and reference material organization. Complements bitwarden-code-reviewer agent's base review standards.

Create custom slash commands for Claude Code including syntax, arguments, bash execution, file references, and frontmatter configuration. Use when creating slash commands, custom commands, .md command files, or when asked about command creation, /command syntax, or command best practices.

Gets, checks, and verifies the current UTC date and time for unambiguous temporal reference. Use when starting tasks, verifying temporal context, ensuring date awareness before time-sensitive operations, or when incorrect date assumptions are detected.

Generates structured implementation guidance documents for technical issues, bug fixes, and feature development. Use when creating actionable implementation plans with file references, code locations, and step-by-step approaches following Obsidian markdown formatting standards.

Read project session context from .sessions/index.md to understand ongoing work, previous decisions, blockers, and history. Use when the user asks about project context, previous sessions, what was worked on before, architectural decisions, blockers, or when they reference "last time", "previously", "the session", or "what we decided".